Data, AI, and Cloud Courses

• BasicSkill Level
• 4.5+
• 207

Learn how to use conditional formatting with your data through built-in options and by creating custom formulas.

• IntermediateSkill Level
• 4.4+
• 207

Learn to use the Census API to work with demographic and socioeconomic data.

• AdvancedSkill Level
• 4.3+
• 207

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

• IntermediateSkill Level
• 4.4+
• 205

Learn how to pull character strings apart, put them back together and use the stringr package.

• AdvancedSkill Level
• 4.6+
• 204

Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.

• IntermediateSkill Level
• 4.6+
• 202

Leverage tidyr and purrr packages in the tidyverse to generate, explore, and evaluate machine learning models.

• BasicSkill Level
• 4.7+
• 201

Learn how to use plotly in R to create interactive data visualizations to enhance your data storytelling.

• IntermediateSkill Level
• 4.5+
• 198

Learn to develop R packages and boost your coding skills. Discover package creation benefits, practice with dev tools, and create a unit conversion package.

• IntermediateSkill Level
• 4.3+
• 197

Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

• IntermediateSkill Level
• 4.5+
• 193

Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

• AdvancedSkill Level
• 4.3+
• 193

Learn to use the Bioconductor package limma for differential gene expression analysis.

• BasicSkill Level
• 4.4+
• 188

Enhance your KNIME skills with our course on data transformation, column operations, and workflow optimization.

• IntermediateSkill Level
• 4.6+
• 187

Learn how to use spaCy to build advanced natural language understanding systems, using both rule-based and machine learning approaches.

• IntermediateSkill Level
• 4.5+
• 185

Learn how to use PostgreSQL to handle time series analysis effectively and apply these techniques to real-world data.

• AdvancedSkill Level
• 4.5+
• 181

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

• BasicSkill Level
• 4.5+
• 179

Learn to create compelling data visualizations with KNIME, covering charts, components, and dashboards.

• IntermediateSkill Level
• 4.2+
• 177

Explore association rules in market basket analysis with R by analyzing retail data and creating movie recommendations.

• BasicSkill Level
• 4.6+
• 176

Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.

• AdvancedSkill Level
• 4.7+
• 175

Use survival analysis to work with time-to-event data and predict survival time.

• IntermediateSkill Level
• 4.5+
• 173

Apply financial analysis in KNIME with real-world data, enhancing data preparation and workflow skills.

• IntermediateSkill Level
• 4.8+
• 172

Learn how to access financial data from local files as well as from internet sources.

• IntermediateSkill Level
• 4.6+
• 172

Master data cleaning in Java using statistical methods, transformations, and validation for reliable apps.

• IntermediateSkill Level
• 3.8+
• 171

Learn the bag of words technique for text mining with R.

• BasicSkill Level
• 4.7+
• 170

Learn about MLOps, including the tools and practices needed for automating and scaling machine learning applications.

• BasicSkill Level
• 4.8+
• 168

Learn to build and customize Sigma charts to tell clear, compelling data stories—no coding required.

• BasicSkill Level
• 4.4+
• 168

Learn to set up a secure, efficient book recommendation app in Azure in this hands-on case study.

• IntermediateSkill Level
• 4.2+
• 168

Dive into our Tableau case study on supply chain analytics. Tackle shipment, inventory management, and dashboard creation to drive business improvements.

• IntermediateSkill Level
• 4.7+
• 160

Learn to streamline your machine learning workflows with tidymodels.

• AdvancedSkill Level
• 4.6+
• 159

In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

• BasicSkill Level
• 4.4+
• 151

Get inspired by AI tools to automate prospecting, draft personalized emails, and streamline CRM tasks using Microsoft Copilot for sales.